Machine learning methods for language

From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering

SELF-HEALING THROUGH ERROR DETECTION, ATTRIBUTION, AND RETRAINING

PERCEIVE AND PREDICT: SELF SUPERVISED SPEECH REPRESENTATION BASED LOSS FUNCTIONS FOR SPEECH ENHANCEMENT

Mitigating Unintended Memorization in Language Models via Alternating Teaching

A CONTRASTIVE FRAMEWORK TO ENHANCE UNSUPERVISED SENTENCE REPRESENTATION LEARNING

Permutation Invariant Training for Paraphrase Identification

UNSUPERVISED EXTRACTIVE SUMMARIZATION WITH HETEROGENEOUS GRAPH EMBEDDINGS FOR CHINESE DOCUMENTS

AN ASR-FREE FLUENCY SCORING APPROACH WITH SELF-SUPERVISED LEARNING

LEVERAGING PHONE-LEVEL LINGUISTIC-ACOUSTIC SIMILARITY FOR UTTERANCE-LEVEL PRONUNCIATION SCORING

ESCL: EQUIVARIANT SELF-CONTRASTIVE LEARNING FOR SENTENCE REPRESENTATIONS

C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval

SQuId: Measuring Speech Naturalness in Many Languages